Generate Vector Embeddings Using Vector Utilities Leveraging Third-Party REST APIs

Oracle AI Vector Search offers vector utilities (SQL and PL/SQL tools) to automatically generate vector embeddings from your unstructured data.

You can call either Vector Utility SQL functions or Vector Utility PL/SQL packages to transform unstructured data into vector embeddings.

• Understand the Stages of Data Transformations
  Your input data may travel through different stages before turning into a vector.
• Use SQL Functions to Generate Embeddings
  Choose to implement Vector Utility SQL functions to perform parallel or on-the-fly chunking and embedding operations, within Oracle Database.
• Use PL/SQL Packages to Generate Embeddings
  Choose to implement Vector Utility PL/SQL packages to perform chunking, embedding, and text generation operations along with text processing and similarity search, within and outside Oracle Database.